Paris, Île-de-France, France
10+ years of experience across strategy consulting and startups, delivering impactful solutions in healthcare, tech, and data-driven products. Skilled in AI/ML development, product leadership, and building tools. Passionate about leveraging technology to solve complex challenges and enhance user experiences.
I run Koonst, a freelance consultancy through which I support companies on high-impact data, software, and AI projects. Engagements have been project-based, with a focus on the intersection of data strategy, engineering, and applied machine learning. Representative Projects: - Media Sector (2018–2019): Led the data team at a European media company. Oversaw ML- and AI-based initiatives to improve content discovery as well as analytics initiatives. - Cloud Infrastructure (2022): Designed and deployed a large-scale batch processing pipeline for a data science workload on AWS Fargate. Focused on reliability and scalability. - Healthcare (2025): Modeled strategic scenarios for a healthcare organization using domain-specific constraints and forecasting logic. - Healthcare (2025): Led AI and software integration for a US-based medical technology company. Focused on real-time clinical data flows and model-driven decision support.
Conceived and developed a new social network to foster cultural recommendations (movies, series, books, exhibitons, ...), leveraging LLM both to bring new user features and simplify the tech architecture.